{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3887466a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x1400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "\n",
    "# 设置字体和解决符号显示问题\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 读取数据\n",
    "data_path = \"Q2.xlsx\"\n",
    "data = pd.read_excel(data_path)\n",
    "data.columns = data.columns.str.replace(' ','')\n",
    "\n",
    "# 填补缺失值\n",
    "data_filled = data.fillna(0)\n",
    "\n",
    "# 根据年龄分类\n",
    "current_year = 2023\n",
    "data_filled['年龄'] = current_year - data_filled['出生年']\n",
    "bins = [0,18,40,60,np.inf]\n",
    "labels = ['少年','青年','中年','老年']\n",
    "data_filled['年龄段'] = pd.cut(data_filled['年龄'],bins=bins,labels = labels)\n",
    "\n",
    "# 根据血压分类，血压大于130的被认为是高血压\n",
    "bins = [0,120,130,np.inf]\n",
    "labels = ['健康','有高血压风险','高血压']\n",
    "data_filled['血压分类'] = pd.cut(data_filled['收缩压'],bins= bins,labels=labels)\n",
    "\n",
    "# 根据血糖分类，血糖高于7.0的被认为是糖尿病\n",
    "bins = [0,5.6,7.0,np.inf]\n",
    "labels = ['健康','有高血糖风险','高血糖']\n",
    "data_filled['血糖分类'] = pd.cut(data_filled['血糖'],bins= bins,labels=labels)\n",
    "\n",
    "# 定义图形和布局\n",
    "fig , axs =plt.subplots(2,2,figsize = (14,14))\n",
    "axs = axs.ravel()\n",
    "\n",
    "# 获取年龄段的唯一值\n",
    "age_groups = data_filled['年龄段'].unique()\n",
    "\n",
    "# 初始化子图计数器\n",
    "counter = 0\n",
    "\n",
    "# 定义颜色列表\n",
    "colors_list = ['#5BD95D','#DEA7FF','#5ABAB6','#FFA500','#F24F00','#006400','#8B0000','#FFD700','#FF8C00']\n",
    "\n",
    "\n",
    "def make_autopct(values):\n",
    "    def my_autopct(pct):\n",
    "        total = sum(values)\n",
    "        val = int(round(pct*total/100.0))\n",
    "        return '{p:.2f}% ({v:d})'.format(p=pct,v=val)\n",
    "    return my_autopct\n",
    "\n",
    "# 遍历每个年龄段\n",
    "for age_group in age_groups:\n",
    "#     筛选当前年龄段的数据\n",
    "    data_age_group = data_filled[data_filled['年龄段'] == age_group]\n",
    "#     如果当前年龄段没有数据，就跳过\n",
    "    if data_age_group.empty:\n",
    "        continue\n",
    "     \n",
    "    # 选择一个子图\n",
    "    ax = axs[counter]\n",
    "    counter += 1\n",
    "    \n",
    "#     计算每个血压分类的人数\n",
    "    bp_counts = data_age_group['血压分类'].value_counts()\n",
    "      \n",
    "#     计算每个血糖分类的人数\n",
    "    bs_counts = data_age_group['血糖分类'].value_counts()  \n",
    "    \n",
    "#     选择颜色\n",
    "    bp_colors = colors_list[:len(bp_counts)]\n",
    "#     选择颜色\n",
    "    bs_colors = colors_list[len(bp_counts):len(bp_counts)+len(bs_counts)]\n",
    "    \n",
    "#     绘制血压的饼图\n",
    "    bp_wedges ,texts,autotexts =ax.pie(bp_counts,radius=1,autopct=make_autopct(bp_counts),pctdistance =0.85,wedgeprops=dict(width = 0.3,edgecolor = 'w'),colors = bp_colors)\n",
    "    for text,autotext in zip(texts,autotexts):\n",
    "        text.set_fontsize(12)\n",
    "        autotext.set_fontsize(12)\n",
    "        \n",
    "#     绘制血压的饼图\n",
    "    bs_wedges ,texts,autotexts =ax.pie(bs_counts,radius=0.7,autopct=make_autopct(bs_counts),pctdistance =0.55,wedgeprops=dict(width = 0.3,edgecolor = 'w'),colors = bs_colors)\n",
    "    for text,autotext in zip(texts,autotexts):\n",
    "        text.set_fontsize(10)\n",
    "        autotext.set_fontsize(10)\n",
    "        \n",
    "#     为子图设置标题\n",
    "    ax.set_title(f'年龄段：{age_group}',fontsize = 16)\n",
    "    \n",
    "#     添加图例\n",
    "    ax.legend(bp_wedges+bs_wedges, labels = list(bp_counts.index)+list(bs_counts.index),title=\"血压分类&血糖分类\",loc = 'upper left', bbox_to_anchor = (0,1.1))\n",
    "    \n",
    "for i in range(counter ,4):\n",
    "    fig.delaxes(axs[i])\n",
    "    \n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd4a6e02",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
